{"id":"W4213368693","doi":"10.3390/ijerph19042115","title":"Role Identity, Dissonance, and Distress among Paramedics","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Windsor; McMaster University; Impact","funders":"Canadian Institutes of Health Research","keywords":"Cognitive dissonance; Distress; Identity (music); Mental distress; Psychology; Mental health; Context (archaeology); Social psychology; Perspective (graphical); Thematic analysis; Meaning (existential); Situated; Qualitative research; Clinical psychology; Psychotherapist; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004518591,0.00004906251,0.00009593516,0.000205497,0.001100256,0.000151953,0.0004696355,0.0000261744,0.0007439644],"category_scores_gemma":[0.0004119655,0.00004678295,0.0000260909,0.0001383085,0.0007671248,0.0006672203,0.000491884,0.0005946256,0.000002279133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006009509,"about_ca_system_score_gemma":0.0004239551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007684786,"about_ca_topic_score_gemma":0.0004924939,"domain_scores_codex":[0.9961168,0.0007255994,0.0002708115,0.000119129,0.002445394,0.0003222789],"domain_scores_gemma":[0.9988462,0.0003450247,0.000175475,0.00005447638,0.00007671786,0.000502068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001089542,0.001540713,0.590875,0.00001251586,0.0001185475,0.00009588132,0.01456793,0.000006695896,0.0001302894,0.2217476,0.004744782,0.1660511],"study_design_scores_gemma":[0.0003977543,0.0002529407,0.7324796,0.00002669432,0.000001191747,0.00004020341,0.03251377,0.0000231496,0.00000111288,0.03914313,0.1950563,0.00006417443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622996,0.001454123,0.00003491052,0.0335095,0.0004114023,0.0001096964,0.0001734891,0.000003635546,0.002003582],"genre_scores_gemma":[0.9933903,0.005202977,0.00008563237,0.0002813372,0.0002550184,0.000008540595,0.00001688104,0.000005499885,0.0007537683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1903115,"threshold_uncertainty_score":0.8462387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06562556859233558,"score_gpt":0.4446982320702256,"score_spread":0.37907266347789,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}